Overview
Brought to you by YData
Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 6156 |
| Missing cells | 232 |
| Missing cells (%) | 0.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.4 MiB |
| Average record size in memory | 234.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 19 |
| Categorical | 1 |
volume has constant value "0" | Constant |
close is highly overall correlated with high and 6 other fields | High correlation |
daily_return is highly overall correlated with log_return | High correlation |
high is highly overall correlated with close and 6 other fields | High correlation |
log_return is highly overall correlated with daily_return | High correlation |
low is highly overall correlated with close and 6 other fields | High correlation |
ma_20 is highly overall correlated with close and 6 other fields | High correlation |
ma_5 is highly overall correlated with close and 6 other fields | High correlation |
macd_12_26 is highly overall correlated with macd_signal_12_26 and 4 other fields | High correlation |
macd_histogram_12_26 is highly overall correlated with rsi_14 and 3 other fields | High correlation |
macd_signal_12_26 is highly overall correlated with macd_12_26 and 1 other fields | High correlation |
macd_signal_strength is highly overall correlated with close and 6 other fields | High correlation |
open is highly overall correlated with close and 6 other fields | High correlation |
price_range is highly overall correlated with close and 6 other fields | High correlation |
rsi_14 is highly overall correlated with macd_12_26 and 5 other fields | High correlation |
stoch_14 is highly overall correlated with macd_12_26 and 4 other fields | High correlation |
stoch_smoothd is highly overall correlated with macd_12_26 and 4 other fields | High correlation |
stoch_smoothk is highly overall correlated with macd_12_26 and 4 other fields | High correlation |
volatility_20 is highly overall correlated with volatility_5 | High correlation |
volatility_5 is highly overall correlated with volatility_20 | High correlation |
date has unique values | Unique |
Reproduction
| Analysis started | 2025-10-10 13:25:11.714026 |
|---|---|
| Analysis finished | 2025-10-10 13:26:26.345783 |
| Duration | 1 minute and 14.63 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
date
Date
Unique
| Distinct | 6156 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 48.2 KiB |
| Minimum | 2001-01-01 00:00:00+05:30 |
|---|---|
| Maximum | 2025-10-03 00:00:00+05:30 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
open
Real number (ℝ)
High correlation
| Distinct | 6066 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8326.8888 |
| Minimum | 853 |
|---|---|
| Maximum | 26248.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 853 |
|---|---|
| 5-th percentile | 1067.6875 |
| Q1 | 3478.6875 |
| median | 6002.1 |
| Q3 | 11136.1 |
| 95-th percentile | 22945.225 |
| Maximum | 26248.25 |
| Range | 25395.25 |
| Interquartile range (IQR) | 7657.4125 |
Descriptive statistics
| Standard deviation | 6517.4359 |
|---|---|
| Coefficient of variation (CV) | 0.78269761 |
| Kurtosis | 0.18020859 |
| Mean | 8326.8888 |
| Median Absolute Deviation (MAD) | 3884.73 |
| Skewness | 1.0325173 |
| Sum | 51260327 |
| Variance | 42476971 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1070.95 | 3 | < 0.1% |
| 1036.34 | 3 | < 0.1% |
| 954.8 | 2 | < 0.1% |
| 2785.7 | 2 | < 0.1% |
| 3040.45 | 2 | < 0.1% |
| 5931.15 | 2 | < 0.1% |
| 973 | 2 | < 0.1% |
| 6186.85 | 2 | < 0.1% |
| 1135.5 | 2 | < 0.1% |
| 973.7 | 2 | < 0.1% |
| Other values (6056) | 6134 |
| Value | Count | Frequency (%) |
| 853 | 1 | |
| 861.35 | 1 | |
| 869.15 | 1 | |
| 872.15 | 1 | |
| 873.15 | 1 | |
| 891.75 | 1 | |
| 899.65 | 1 | |
| 899.7 | 1 | |
| 903 | 1 | |
| 903.75 | 1 |
| Value | Count | Frequency (%) |
| 26248.25 | 1 | |
| 26061.3 | 1 | |
| 26005.4 | 1 | |
| 25921.45 | 1 | |
| 25899.45 | 1 | |
| 25872.55 | 1 | |
| 25788.45 | 1 | |
| 25661.65 | 1 | |
| 25588.3 | 1 | |
| 25576.65 | 1 |
high
Real number (ℝ)
High correlation
| Distinct | 6070 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8373.6434 |
| Minimum | 877 |
|---|---|
| Maximum | 26277.35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 877 |
|---|---|
| 5-th percentile | 1075.1625 |
| Q1 | 3510.9875 |
| median | 6032.725 |
| Q3 | 11179.887 |
| 95-th percentile | 23032.288 |
| Maximum | 26277.35 |
| Range | 25400.35 |
| Interquartile range (IQR) | 7668.9 |
Descriptive statistics
| Standard deviation | 6539.6334 |
|---|---|
| Coefficient of variation (CV) | 0.78097825 |
| Kurtosis | 0.181784 |
| Mean | 8373.6434 |
| Median Absolute Deviation (MAD) | 3899.25 |
| Skewness | 1.0323594 |
| Sum | 51548149 |
| Variance | 42766805 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 994.15 | 3 | < 0.1% |
| 1116.84 | 2 | < 0.1% |
| 1070.15 | 2 | < 0.1% |
| 1098.59 | 2 | < 0.1% |
| 1071.7 | 2 | < 0.1% |
| 5339.45 | 2 | < 0.1% |
| 1837.95 | 2 | < 0.1% |
| 4291.39 | 2 | < 0.1% |
| 1083.65 | 2 | < 0.1% |
| 5267.15 | 2 | < 0.1% |
| Other values (6060) | 6135 |
| Value | Count | Frequency (%) |
| 877 | 1 | |
| 878.6 | 1 | |
| 893.05 | 1 | |
| 893.35 | 1 | |
| 903.75 | 1 | |
| 910.35 | 2 | |
| 913.05 | 1 | |
| 914.25 | 1 | |
| 914.3 | 1 | |
| 915 | 1 |
| Value | Count | Frequency (%) |
| 26277.35 | 1 | |
| 26250.9 | 1 | |
| 26134.7 | 1 | |
| 26032.8 | 1 | |
| 26011.55 | 1 | |
| 25956 | 1 | |
| 25907.6 | 1 | |
| 25849.25 | 1 | |
| 25669.35 | 1 | |
| 25654.2 | 1 |
low
Real number (ℝ)
High correlation
| Distinct | 6057 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8269.3278 |
| Minimum | 849.95 |
|---|---|
| Maximum | 26151.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 849.95 |
|---|---|
| 5-th percentile | 1060.7625 |
| Q1 | 3435.1125 |
| median | 5961.95 |
| Q3 | 11051.263 |
| 95-th percentile | 22803.112 |
| Maximum | 26151.4 |
| Range | 25301.45 |
| Interquartile range (IQR) | 7616.15 |
Descriptive statistics
| Standard deviation | 6486.2911 |
|---|---|
| Coefficient of variation (CV) | 0.78437949 |
| Kurtosis | 0.18571266 |
| Mean | 8269.3278 |
| Median Absolute Deviation (MAD) | 3866.15 |
| Skewness | 1.03505 |
| Sum | 50905982 |
| Variance | 42071973 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1034.09 | 3 | < 0.1% |
| 1043.3 | 3 | < 0.1% |
| 1067.65 | 2 | < 0.1% |
| 2611.94 | 2 | < 0.1% |
| 4924.3 | 2 | < 0.1% |
| 1117.7 | 2 | < 0.1% |
| 5513.35 | 2 | < 0.1% |
| 936.7 | 2 | < 0.1% |
| 4100.8 | 2 | < 0.1% |
| 3402.9 | 2 | < 0.1% |
| Other values (6047) | 6134 |
| Value | Count | Frequency (%) |
| 849.95 | 1 | |
| 853 | 1 | |
| 858.85 | 1 | |
| 859.2 | 1 | |
| 861.05 | 1 | |
| 868.3 | 1 | |
| 868.5 | 1 | |
| 873.7 | 1 | |
| 884.65 | 1 | |
| 891 | 1 |
| Value | Count | Frequency (%) |
| 26151.4 | 1 | |
| 25998.4 | 1 | |
| 25886.85 | 1 | |
| 25871.35 | 1 | |
| 25847.35 | 1 | |
| 25794.1 | 1 | |
| 25739.2 | 1 | |
| 25523.55 | 1 | |
| 25501.8 | 1 | |
| 25473.3 | 1 |
close
Real number (ℝ)
High correlation
| Distinct | 6043 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8322.7195 |
| Minimum | 854.2 |
|---|---|
| Maximum | 26216.05 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 854.2 |
|---|---|
| 5-th percentile | 1068.0375 |
| Q1 | 3478.5625 |
| median | 5993.025 |
| Q3 | 11120.1 |
| 95-th percentile | 22932.562 |
| Maximum | 26216.05 |
| Range | 25361.85 |
| Interquartile range (IQR) | 7641.5375 |
Descriptive statistics
| Standard deviation | 6513.5108 |
|---|---|
| Coefficient of variation (CV) | 0.78261808 |
| Kurtosis | 0.18287157 |
| Mean | 8322.7195 |
| Median Absolute Deviation (MAD) | 3886 |
| Skewness | 1.0335876 |
| Sum | 51234661 |
| Variance | 42425822 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5274.85 | 3 | < 0.1% |
| 954.75 | 3 | < 0.1% |
| 1110.45 | 3 | < 0.1% |
| 1070.65 | 3 | < 0.1% |
| 1067 | 3 | < 0.1% |
| 5486.15 | 3 | < 0.1% |
| 1067.45 | 2 | < 0.1% |
| 1913.6 | 2 | < 0.1% |
| 4958.39 | 2 | < 0.1% |
| 5420.6 | 2 | < 0.1% |
| Other values (6033) | 6130 |
| Value | Count | Frequency (%) |
| 854.2 | 1 | |
| 861.4 | 1 | |
| 869.05 | 1 | |
| 872.25 | 1 | |
| 873.7 | 1 | |
| 890 | 1 | |
| 898.8 | 1 | |
| 899.65 | 1 | |
| 900.2 | 1 | |
| 901.95 | 1 |
| Value | Count | Frequency (%) |
| 26216.05 | 1 | |
| 26178.95 | 1 | |
| 26004.15 | 1 | |
| 25940.4 | 1 | |
| 25939.05 | 1 | |
| 25810.85 | 1 | |
| 25796.9 | 1 | |
| 25790.95 | 1 | |
| 25637.8 | 1 | |
| 25549 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6156 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6156 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6156 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6156 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6156 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6156 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6156 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6156 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6156 |
daily_return
Real number (ℝ)
High correlation
| Distinct | 6148 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00057559283 |
| Minimum | -0.12980464 |
|---|---|
| Maximum | 0.17743794 |
| Zeros | 7 |
| Zeros (%) | 0.1% |
| Negative | 2823 |
| Negative (%) | 45.9% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | -0.12980464 |
|---|---|
| 5-th percentile | -0.019685556 |
| Q1 | -0.0055214287 |
| median | 0.00086766738 |
| Q3 | 0.007188019 |
| 95-th percentile | 0.01961628 |
| Maximum | 0.17743794 |
| Range | 0.30724258 |
| Interquartile range (IQR) | 0.012709448 |
Descriptive statistics
| Standard deviation | 0.013400254 |
|---|---|
| Coefficient of variation (CV) | 23.280787 |
| Kurtosis | 12.537651 |
| Mean | 0.00057559283 |
| Median Absolute Deviation (MAD) | 0.0063382485 |
| Skewness | -0.2115726 |
| Sum | 3.5427738 |
| Variance | 0.00017956681 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7 | 0.1% |
| -0.005319148936 | 2 | < 0.1% |
| -0.01356187606 | 1 | < 0.1% |
| 0.002333278306 | 1 | < 0.1% |
| 0.0139520051 | 1 | < 0.1% |
| 0.01529328511 | 1 | < 0.1% |
| 0.001297395998 | 1 | < 0.1% |
| 0.001833110559 | 1 | < 0.1% |
| -0.01856440361 | 1 | < 0.1% |
| -0.005360055931 | 1 | < 0.1% |
| Other values (6138) | 6138 |
| Value | Count | Frequency (%) |
| -0.1298046413 | 1 | |
| -0.1223774014 | 1 | |
| -0.1220291185 | 1 | |
| -0.08702434578 | 1 | |
| -0.08301939111 | 1 | |
| -0.07866084425 | 1 | |
| -0.07612102218 | 1 | |
| -0.06772853567 | 1 | |
| -0.06657666958 | 1 | |
| -0.06651203165 | 1 |
| Value | Count | Frequency (%) |
| 0.1774379366 | 1 | |
| 0.08763205423 | 1 | |
| 0.08295229523 | 1 | |
| 0.06990971617 | 1 | |
| 0.06951494502 | 1 | |
| 0.06624749232 | 1 | |
| 0.06425402826 | 1 | |
| 0.06354909892 | 1 | |
| 0.06305074445 | 1 | |
| 0.06206805054 | 1 |
log_return
Real number (ℝ)
High correlation
| Distinct | 6148 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0004854686 |
| Minimum | -0.13903754 |
|---|---|
| Maximum | 0.16334084 |
| Zeros | 7 |
| Zeros (%) | 0.1% |
| Negative | 2823 |
| Negative (%) | 45.9% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | -0.13903754 |
|---|---|
| 5-th percentile | -0.019881897 |
| Q1 | -0.0055367282 |
| median | 0.00086729117 |
| Q3 | 0.0071623083 |
| 95-th percentile | 0.01942636 |
| Maximum | 0.16334084 |
| Range | 0.30237838 |
| Interquartile range (IQR) | 0.012699037 |
Descriptive statistics
| Standard deviation | 0.013428104 |
|---|---|
| Coefficient of variation (CV) | 27.660088 |
| Kurtosis | 12.274173 |
| Mean | 0.0004854686 |
| Median Absolute Deviation (MAD) | 0.0063219022 |
| Skewness | -0.49655986 |
| Sum | 2.9880592 |
| Variance | 0.00018031398 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7 | 0.1% |
| -0.005333345975 | 2 | < 0.1% |
| -0.0136546783 | 1 | < 0.1% |
| 0.002330560439 | 1 | < 0.1% |
| 0.0138555718 | 1 | < 0.1% |
| 0.0151775216 | 1 | < 0.1% |
| 0.001296555107 | 1 | < 0.1% |
| 0.001831432463 | 1 | < 0.1% |
| -0.01873888496 | 1 | < 0.1% |
| -0.00537447257 | 1 | < 0.1% |
| Other values (6138) | 6138 |
| Value | Count | Frequency (%) |
| -0.1390375423 | 1 | |
| -0.1305386199 | 1 | |
| -0.1301418504 | 1 | |
| -0.09104606444 | 1 | |
| -0.0866689532 | 1 | |
| -0.08192706323 | 1 | |
| -0.0791741923 | 1 | |
| -0.07013123596 | 1 | |
| -0.06889645068 | 1 | |
| -0.06882720483 | 1 |
| Value | Count | Frequency (%) |
| 0.1633408378 | 1 | |
| 0.08400290579 | 1 | |
| 0.07969091832 | 1 | |
| 0.0675742675 | 1 | |
| 0.06720522328 | 1 | |
| 0.06414546796 | 1 | |
| 0.06227411079 | 1 | |
| 0.06161152189 | 1 | |
| 0.06114283524 | 1 | |
| 0.06021799849 | 1 |
price_range
Real number (ℝ)
High correlation
| Distinct | 4746 |
|---|---|
| Distinct (%) | 77.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.3156 |
| Minimum | 5.35 |
|---|---|
| Maximum | 1898.05 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 5.35 |
|---|---|
| 5-th percentile | 15.3375 |
| Q1 | 45.7375 |
| median | 80.725 |
| Q3 | 135.3 |
| 95-th percentile | 265.0875 |
| Maximum | 1898.05 |
| Range | 1892.7 |
| Interquartile range (IQR) | 89.5625 |
Descriptive statistics
| Standard deviation | 92.88676 |
|---|---|
| Coefficient of variation (CV) | 0.89043976 |
| Kurtosis | 40.694733 |
| Mean | 104.3156 |
| Median Absolute Deviation (MAD) | 41.725 |
| Skewness | 3.8557885 |
| Sum | 642166.85 |
| Variance | 8627.9503 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70.25 | 6 | 0.1% |
| 11.8 | 6 | 0.1% |
| 17.75 | 6 | 0.1% |
| 72.75 | 6 | 0.1% |
| 16.5 | 5 | 0.1% |
| 49 | 5 | 0.1% |
| 89 | 5 | 0.1% |
| 12.75 | 5 | 0.1% |
| 9.25 | 5 | 0.1% |
| 24.25 | 5 | 0.1% |
| Other values (4736) | 6102 |
| Value | Count | Frequency (%) |
| 5.35 | 1 | |
| 5.7 | 1 | |
| 5.8 | 1 | |
| 5.85 | 1 | |
| 6.05 | 1 | |
| 6.1 | 1 | |
| 6.35 | 1 | |
| 6.41 | 1 | |
| 6.45 | 1 | |
| 6.5 | 1 |
| Value | Count | Frequency (%) |
| 1898.05 | 1 | |
| 1604.25 | 1 | |
| 927.15 | 1 | |
| 878.45 | 1 | |
| 754.85 | 1 | |
| 742.9 | 1 | |
| 727.9 | 1 | |
| 720.5 | 1 | |
| 711.15 | 1 | |
| 704.8 | 1 |
ma_5
Real number (ℝ)
High correlation
| Distinct | 6142 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8319.6567 |
| Minimum | 869.67 |
|---|---|
| Maximum | 26055.72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 869.67 |
|---|---|
| 5-th percentile | 1069.0616 |
| Q1 | 3470.92 |
| median | 5994.685 |
| Q3 | 11088.945 |
| 95-th percentile | 22878.251 |
| Maximum | 26055.72 |
| Range | 25186.05 |
| Interquartile range (IQR) | 7618.025 |
Descriptive statistics
| Standard deviation | 6506.9621 |
|---|---|
| Coefficient of variation (CV) | 0.78211905 |
| Kurtosis | 0.18348681 |
| Mean | 8319.6567 |
| Median Absolute Deviation (MAD) | 3883.021 |
| Skewness | 1.033377 |
| Sum | 51182528 |
| Variance | 42340555 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5953.41 | 2 | < 0.1% |
| 1051.83 | 2 | < 0.1% |
| 5765.15 | 2 | < 0.1% |
| 1076.93 | 2 | < 0.1% |
| 1386.65 | 2 | < 0.1% |
| 5390.9 | 2 | < 0.1% |
| 1374.4 | 2 | < 0.1% |
| 7791.3 | 2 | < 0.1% |
| 10486.69 | 2 | < 0.1% |
| 16358.87 | 2 | < 0.1% |
| Other values (6132) | 6132 | |
| (Missing) | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 869.67 | 1 | |
| 871.43 | 1 | |
| 879.13 | 1 | |
| 881.6 | 1 | |
| 886.89 | 1 | |
| 887.53 | 1 | |
| 889.81 | 1 | |
| 897.46 | 1 | |
| 900.63 | 1 | |
| 905.05 | 1 |
| Value | Count | Frequency (%) |
| 26055.72 | 1 | |
| 26030.08 | 1 | |
| 26001.38 | 1 | |
| 25978.12 | 1 | |
| 25850.57 | 1 | |
| 25818.07 | 1 | |
| 25692.75 | 1 | |
| 25610.28 | 1 | |
| 25588.38 | 1 | |
| 25539.81 | 1 |
ma_20
Real number (ℝ)
High correlation
| Distinct | 6137 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 19 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8307.8391 |
| Minimum | 903.5825 |
|---|---|
| Maximum | 25508.083 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 903.5825 |
|---|---|
| 5-th percentile | 1068.9477 |
| Q1 | 3487.3175 |
| median | 5972.6125 |
| Q3 | 11105.382 |
| 95-th percentile | 22870.696 |
| Maximum | 25508.083 |
| Range | 24604.5 |
| Interquartile range (IQR) | 7618.065 |
Descriptive statistics
| Standard deviation | 6481.9996 |
|---|---|
| Coefficient of variation (CV) | 0.78022691 |
| Kurtosis | 0.18569948 |
| Mean | 8307.8391 |
| Median Absolute Deviation (MAD) | 3869.2835 |
| Skewness | 1.0324031 |
| Sum | 50985209 |
| Variance | 42016319 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1338.92 | 1 | < 0.1% |
| 1344.33 | 1 | < 0.1% |
| 24747.865 | 1 | < 0.1% |
| 1368.227 | 1 | < 0.1% |
| 24786.7775 | 1 | < 0.1% |
| 24760.8725 | 1 | < 0.1% |
| 1350.595 | 1 | < 0.1% |
| 24990.77 | 1 | < 0.1% |
| 1311.0825 | 1 | < 0.1% |
| 1332.07 | 1 | < 0.1% |
| Other values (6127) | 6127 | |
| (Missing) | 19 | 0.3% |
| Value | Count | Frequency (%) |
| 903.5825 | 1 | |
| 904.1475 | 1 | |
| 905.5125 | 1 | |
| 905.7675 | 1 | |
| 909.665 | 1 | |
| 910.7175 | 1 | |
| 915.02 | 1 | |
| 915.7 | 1 | |
| 918.0125 | 1 | |
| 921.905 | 1 |
| Value | Count | Frequency (%) |
| 25508.0825 | 1 | |
| 25505.5125 | 1 | |
| 25503.6175 | 1 | |
| 25502.575 | 1 | |
| 25501.5575 | 1 | |
| 25499.6175 | 1 | |
| 25498.7375 | 1 | |
| 25482.385 | 1 | |
| 25479.66 | 1 | |
| 25470.9575 | 1 |
volatility_5
Real number (ℝ)
High correlation
| Distinct | 6151 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 5 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.010674203 |
| Minimum | 0.00097879931 |
|---|---|
| Maximum | 0.084899011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 0.00097879931 |
|---|---|
| 5-th percentile | 0.003357962 |
| Q1 | 0.0058988975 |
| median | 0.0086092508 |
| Q3 | 0.012709923 |
| 95-th percentile | 0.02456645 |
| Maximum | 0.084899011 |
| Range | 0.083920211 |
| Interquartile range (IQR) | 0.0068110256 |
Descriptive statistics
| Standard deviation | 0.0080042595 |
|---|---|
| Coefficient of variation (CV) | 0.74986951 |
| Kurtosis | 18.298852 |
| Mean | 0.010674203 |
| Median Absolute Deviation (MAD) | 0.0031682874 |
| Skewness | 3.2891237 |
| Sum | 65.657023 |
| Variance | 6.4068169 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.009960236615 | 1 | < 0.1% |
| 0.009255029473 | 1 | < 0.1% |
| 0.009776844195 | 1 | < 0.1% |
| 0.005253746202 | 1 | < 0.1% |
| 0.01170333444 | 1 | < 0.1% |
| 0.00173829006 | 1 | < 0.1% |
| 0.001818083945 | 1 | < 0.1% |
| 0.01236708655 | 1 | < 0.1% |
| 0.002378463104 | 1 | < 0.1% |
| 0.006680264044 | 1 | < 0.1% |
| Other values (6141) | 6141 | |
| (Missing) | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 0.0009787993146 | 1 | |
| 0.0009839640403 | 1 | |
| 0.001066886628 | 1 | |
| 0.001069485725 | 1 | |
| 0.001106336704 | 1 | |
| 0.001226527909 | 1 | |
| 0.00123512364 | 1 | |
| 0.001267984503 | 1 | |
| 0.001302189004 | 1 | |
| 0.001322787533 | 1 |
| Value | Count | Frequency (%) |
| 0.0848990108 | 1 | |
| 0.08430842634 | 1 | |
| 0.08194980911 | 1 | |
| 0.08106694953 | 1 | |
| 0.08090106619 | 1 | |
| 0.08076528703 | 1 | |
| 0.08071215601 | 1 | |
| 0.08039413199 | 1 | |
| 0.08030408018 | 1 | |
| 0.07845618615 | 1 |
volatility_20
Real number (ℝ)
High correlation
| Distinct | 6136 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 20 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.011494748 |
| Minimum | 0.003169214 |
|---|---|
| Maximum | 0.055962642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 0.003169214 |
|---|---|
| 5-th percentile | 0.0052438279 |
| Q1 | 0.0073045635 |
| median | 0.009633455 |
| Q3 | 0.013152563 |
| 95-th percentile | 0.024279384 |
| Maximum | 0.055962642 |
| Range | 0.052793428 |
| Interquartile range (IQR) | 0.0058479992 |
Descriptive statistics
| Standard deviation | 0.006850018 |
|---|---|
| Coefficient of variation (CV) | 0.59592588 |
| Kurtosis | 9.604186 |
| Mean | 0.011494748 |
| Median Absolute Deviation (MAD) | 0.0027101499 |
| Skewness | 2.6462096 |
| Sum | 70.531775 |
| Variance | 4.6922746 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01187164338 | 1 | < 0.1% |
| 0.01129618347 | 1 | < 0.1% |
| 0.006104201767 | 1 | < 0.1% |
| 0.01745820796 | 1 | < 0.1% |
| 0.005352494153 | 1 | < 0.1% |
| 0.005468672367 | 1 | < 0.1% |
| 0.01109090397 | 1 | < 0.1% |
| 0.004664277677 | 1 | < 0.1% |
| 0.01232980002 | 1 | < 0.1% |
| 0.01120752329 | 1 | < 0.1% |
| Other values (6126) | 6126 | |
| (Missing) | 20 | 0.3% |
| Value | Count | Frequency (%) |
| 0.003169213993 | 1 | |
| 0.003209592714 | 1 | |
| 0.003234798119 | 1 | |
| 0.003397803281 | 1 | |
| 0.003476843713 | 1 | |
| 0.003499405667 | 1 | |
| 0.003506370076 | 1 | |
| 0.003511400383 | 1 | |
| 0.003522505813 | 1 | |
| 0.003545771769 | 1 |
| Value | Count | Frequency (%) |
| 0.05596264177 | 1 | |
| 0.05595636064 | 1 | |
| 0.05571285592 | 1 | |
| 0.05562758936 | 1 | |
| 0.05295989912 | 1 | |
| 0.05266371564 | 1 | |
| 0.05265606222 | 1 | |
| 0.05241585289 | 1 | |
| 0.05230691593 | 1 | |
| 0.05229416941 | 1 |
rsi_14
Real number (ℝ)
High correlation
| Distinct | 6138 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 13 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.430913 |
| Minimum | 7.0284688 |
|---|---|
| Maximum | 88.750235 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 7.0284688 |
|---|---|
| 5-th percentile | 32.810387 |
| Q1 | 44.991883 |
| median | 55.026561 |
| Q3 | 64.125275 |
| 95-th percentile | 74.968404 |
| Maximum | 88.750235 |
| Range | 81.721766 |
| Interquartile range (IQR) | 19.133392 |
Descriptive statistics
| Standard deviation | 13.0223 |
|---|---|
| Coefficient of variation (CV) | 0.23924457 |
| Kurtosis | -0.55189836 |
| Mean | 54.430913 |
| Median Absolute Deviation (MAD) | 9.5681852 |
| Skewness | -0.13552315 |
| Sum | 334369.1 |
| Variance | 169.58031 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.76272089 | 2 | < 0.1% |
| 69.20267691 | 2 | < 0.1% |
| 76.17125421 | 2 | < 0.1% |
| 44.46319681 | 2 | < 0.1% |
| 47.26228576 | 2 | < 0.1% |
| 57.79219032 | 1 | < 0.1% |
| 56.80572745 | 1 | < 0.1% |
| 67.87042483 | 1 | < 0.1% |
| 49.29135678 | 1 | < 0.1% |
| 65.59476607 | 1 | < 0.1% |
| Other values (6128) | 6128 | |
| (Missing) | 13 | 0.2% |
| Value | Count | Frequency (%) |
| 7.028468807 | 1 | |
| 9.334922874 | 1 | |
| 13.04648635 | 1 | |
| 14.01510717 | 1 | |
| 14.27615581 | 1 | |
| 15.15010318 | 1 | |
| 15.46930797 | 1 | |
| 16.84858921 | 1 | |
| 17.15901075 | 1 | |
| 17.57412663 | 1 |
| Value | Count | Frequency (%) |
| 88.75023521 | 1 | |
| 88.33851814 | 1 | |
| 87.05091494 | 1 | |
| 86.77086928 | 1 | |
| 86.62151383 | 1 | |
| 85.59890186 | 1 | |
| 84.91842512 | 1 | |
| 84.5965481 | 1 | |
| 84.43011836 | 1 | |
| 84.15103875 | 1 |
macd_12_26
Real number (ℝ)
High correlation
| Distinct | 6131 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 25 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.969717 |
| Minimum | -1003.6168 |
|---|---|
| Maximum | 450.13563 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2271 |
| Negative (%) | 36.9% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | -1003.6168 |
|---|---|
| 5-th percentile | -154.71785 |
| Q1 | -22.669752 |
| median | 26.117032 |
| Q3 | 77.130962 |
| 95-th percentile | 230.86677 |
| Maximum | 450.13563 |
| Range | 1453.7524 |
| Interquartile range (IQR) | 99.800714 |
Descriptive statistics
| Standard deviation | 117.55647 |
|---|---|
| Coefficient of variation (CV) | 4.3588324 |
| Kurtosis | 8.5863924 |
| Mean | 26.969717 |
| Median Absolute Deviation (MAD) | 49.895442 |
| Skewness | -0.86689358 |
| Sum | 165351.33 |
| Variance | 13819.525 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -6.437732376 | 1 | < 0.1% |
| 27.93634537 | 1 | < 0.1% |
| -19.56260652 | 1 | < 0.1% |
| -83.1338971 | 1 | < 0.1% |
| 28.18096118 | 1 | < 0.1% |
| 27.17396831 | 1 | < 0.1% |
| 26.24684889 | 1 | < 0.1% |
| 27.08404196 | 1 | < 0.1% |
| 24.61136938 | 1 | < 0.1% |
| 22.66883253 | 1 | < 0.1% |
| Other values (6121) | 6121 | |
| (Missing) | 25 | 0.4% |
| Value | Count | Frequency (%) |
| -1003.616759 | 1 | |
| -988.1323951 | 1 | |
| -956.1627391 | 1 | |
| -938.9257581 | 1 | |
| -888.1738259 | 1 | |
| -868.534861 | 1 | |
| -862.2594233 | 1 | |
| -845.4466905 | 1 | |
| -817.9905454 | 1 | |
| -796.5068731 | 1 |
| Value | Count | Frequency (%) |
| 450.1356344 | 1 | |
| 441.0433901 | 1 | |
| 427.9624852 | 1 | |
| 426.5308399 | 1 | |
| 426.0788495 | 1 | |
| 425.4796076 | 1 | |
| 424.7269582 | 1 | |
| 423.1200309 | 1 | |
| 418.574005 | 1 | |
| 414.0813856 | 1 |
macd_signal_12_26
Real number (ℝ)
High correlation
| Distinct | 6123 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 33 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.97039 |
| Minimum | -846.06417 |
|---|---|
| Maximum | 413.25635 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2230 |
| Negative (%) | 36.2% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | -846.06417 |
|---|---|
| 5-th percentile | -143.37738 |
| Q1 | -21.22864 |
| median | 26.094897 |
| Q3 | 74.053989 |
| 95-th percentile | 219.63958 |
| Maximum | 413.25635 |
| Range | 1259.3205 |
| Interquartile range (IQR) | 95.282629 |
Descriptive statistics
| Standard deviation | 111.07126 |
|---|---|
| Coefficient of variation (CV) | 4.1182669 |
| Kurtosis | 7.6994928 |
| Mean | 26.97039 |
| Median Absolute Deviation (MAD) | 47.734841 |
| Skewness | -0.76827156 |
| Sum | 165139.7 |
| Variance | 12336.826 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -122.1546427 | 1 | < 0.1% |
| -40.80033043 | 1 | < 0.1% |
| -30.63915184 | 1 | < 0.1% |
| -41.38739203 | 1 | < 0.1% |
| 1.918520671 | 1 | < 0.1% |
| 25.80188643 | 1 | < 0.1% |
| 26.63011924 | 1 | < 0.1% |
| 25.8378619 | 1 | < 0.1% |
| 24.83284636 | 1 | < 0.1% |
| 23.47119038 | 1 | < 0.1% |
| Other values (6113) | 6113 | |
| (Missing) | 33 | 0.5% |
| Value | Count | Frequency (%) |
| -846.0641668 | 1 | |
| -840.4494425 | 1 | |
| -840.4464933 | 1 | |
| -831.6609287 | 1 | |
| -828.5146601 | 1 | |
| -822.160421 | 1 | |
| -800.9118856 | 1 | |
| -799.5357037 | 1 | |
| -768.7419268 | 1 | |
| -754.1067583 | 1 |
| Value | Count | Frequency (%) |
| 413.2563471 | 1 | |
| 412.5869441 | 1 | |
| 410.7904261 | 1 | |
| 406.9683203 | 1 | |
| 406.6786699 | 1 | |
| 402.5286608 | 1 | |
| 400.1589243 | 1 | |
| 399.5985017 | 1 | |
| 399.1231525 | 1 | |
| 397.9947522 | 1 |
macd_histogram_12_26
Real number (ℝ)
High correlation
| Distinct | 6123 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 33 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.00087076288 |
| Minimum | -278.98544 |
|---|---|
| Maximum | 208.12098 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2965 |
| Negative (%) | 48.2% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | -278.98544 |
|---|---|
| 5-th percentile | -53.890384 |
| Q1 | -15.569893 |
| median | 0.61598695 |
| Q3 | 14.698084 |
| 95-th percentile | 53.015164 |
| Maximum | 208.12098 |
| Range | 487.10642 |
| Interquartile range (IQR) | 30.267977 |
Descriptive statistics
| Standard deviation | 34.649749 |
|---|---|
| Coefficient of variation (CV) | -39792.405 |
| Kurtosis | 6.5581381 |
| Mean | -0.00087076288 |
| Median Absolute Deviation (MAD) | 15.119498 |
| Skewness | -0.14576384 |
| Sum | -5.3316811 |
| Variance | 1200.6051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39.02074561 | 1 | < 0.1% |
| -2.398875966 | 1 | < 0.1% |
| 42.99296077 | 1 | < 0.1% |
| 34.94965966 | 1 | < 0.1% |
| -12.16745546 | 1 | < 0.1% |
| -45.36449296 | 1 | < 0.1% |
| -2.018749856 | 1 | < 0.1% |
| -3.169029369 | 1 | < 0.1% |
| -4.020062162 | 1 | < 0.1% |
| -5.446623926 | 1 | < 0.1% |
| Other values (6113) | 6113 | |
| (Missing) | 33 | 0.5% |
| Value | Count | Frequency (%) |
| -278.9854364 | 1 | |
| -265.8988647 | 1 | |
| -264.433481 | 1 | |
| -249.5100005 | 1 | |
| -236.6385354 | 1 | |
| -236.4634216 | 1 | |
| -214.1964397 | 1 | |
| -187.2205094 | 1 | |
| -179.9424361 | 1 | |
| -178.8125352 | 1 |
| Value | Count | Frequency (%) |
| 208.1209797 | 1 | |
| 205.395061 | 1 | |
| 191.1388391 | 1 | |
| 188.8187902 | 1 | |
| 185.4209143 | 1 | |
| 185.410072 | 1 | |
| 178.5823987 | 1 | |
| 176.5807826 | 1 | |
| 171.9152872 | 1 | |
| 167.3827561 | 1 |
macd_signal_strength
Real number (ℝ)
High correlation
| Distinct | 6123 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 33 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.130063 |
| Minimum | 0.0027167435 |
|---|---|
| Maximum | 278.98544 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 0.0027167435 |
|---|---|
| 5-th percentile | 1.0614914 |
| Q1 | 5.8287116 |
| median | 15.131542 |
| Q3 | 31.457506 |
| 95-th percentile | 71.830715 |
| Maximum | 278.98544 |
| Range | 278.98272 |
| Interquartile range (IQR) | 25.628795 |
Descriptive statistics
| Standard deviation | 25.797634 |
|---|---|
| Coefficient of variation (CV) | 1.1153292 |
| Kurtosis | 12.786009 |
| Mean | 23.130063 |
| Median Absolute Deviation (MAD) | 11.068057 |
| Skewness | 2.7444427 |
| Sum | 141625.37 |
| Variance | 665.51792 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39.02074561 | 1 | < 0.1% |
| 2.398875966 | 1 | < 0.1% |
| 42.99296077 | 1 | < 0.1% |
| 34.94965966 | 1 | < 0.1% |
| 12.16745546 | 1 | < 0.1% |
| 45.36449296 | 1 | < 0.1% |
| 2.018749856 | 1 | < 0.1% |
| 3.169029369 | 1 | < 0.1% |
| 4.020062162 | 1 | < 0.1% |
| 5.446623926 | 1 | < 0.1% |
| Other values (6113) | 6113 | |
| (Missing) | 33 | 0.5% |
| Value | Count | Frequency (%) |
| 0.002716743528 | 1 | |
| 0.007254303913 | 1 | |
| 0.007358182116 | 1 | |
| 0.007801201396 | 1 | |
| 0.00799084415 | 1 | |
| 0.01246003835 | 1 | |
| 0.01908730041 | 1 | |
| 0.01991809702 | 1 | |
| 0.02097240148 | 1 | |
| 0.02098885846 | 1 |
| Value | Count | Frequency (%) |
| 278.9854364 | 1 | |
| 265.8988647 | 1 | |
| 264.433481 | 1 | |
| 249.5100005 | 1 | |
| 236.6385354 | 1 | |
| 236.4634216 | 1 | |
| 214.1964397 | 1 | |
| 208.1209797 | 1 | |
| 205.395061 | 1 | |
| 191.1388391 | 1 |
stoch_14
Real number (ℝ)
High correlation
| Distinct | 6138 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 13 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.733844 |
| Minimum | 0.70022859 |
|---|---|
| Maximum | 99.303177 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 0.70022859 |
|---|---|
| 5-th percentile | 5.519429 |
| Q1 | 30.719318 |
| median | 66.778256 |
| Q3 | 89.184131 |
| 95-th percentile | 97.841821 |
| Maximum | 99.303177 |
| Range | 98.602948 |
| Interquartile range (IQR) | 58.464813 |
Descriptive statistics
| Standard deviation | 31.56329 |
|---|---|
| Coefficient of variation (CV) | 0.52839878 |
| Kurtosis | -1.2518735 |
| Mean | 59.733844 |
| Median Absolute Deviation (MAD) | 25.863726 |
| Skewness | -0.39886912 |
| Sum | 366945 |
| Variance | 996.2413 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 63.58670915 | 2 | < 0.1% |
| 91.20267261 | 2 | < 0.1% |
| 28.79441364 | 2 | < 0.1% |
| 88.08542525 | 2 | < 0.1% |
| 51.60513249 | 2 | < 0.1% |
| 5.833716123 | 1 | < 0.1% |
| 88.33345586 | 1 | < 0.1% |
| 75.89291675 | 1 | < 0.1% |
| 85.44962355 | 1 | < 0.1% |
| 35.61015276 | 1 | < 0.1% |
| Other values (6128) | 6128 | |
| (Missing) | 13 | 0.2% |
| Value | Count | Frequency (%) |
| 0.7002285924 | 1 | |
| 0.8271658685 | 1 | |
| 1.135646688 | 1 | |
| 1.208536899 | 1 | |
| 1.323687856 | 1 | |
| 1.356105892 | 1 | |
| 1.385340931 | 1 | |
| 1.503759398 | 1 | |
| 1.524545177 | 1 | |
| 1.666108319 | 1 |
| Value | Count | Frequency (%) |
| 99.30317658 | 1 | |
| 99.25003538 | 1 | |
| 99.19145848 | 1 | |
| 99.15069686 | 1 | |
| 99.13706853 | 1 | |
| 99.13242009 | 1 | |
| 99.09887042 | 1 | |
| 99.08477842 | 1 | |
| 99.07947423 | 1 | |
| 99.07430573 | 1 |
stoch_smoothk
Real number (ℝ)
High correlation
| Distinct | 6141 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 15 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.735485 |
| Minimum | 2.0534357 |
|---|---|
| Maximum | 98.870772 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 2.0534357 |
|---|---|
| 5-th percentile | 10.358036 |
| Q1 | 31.739624 |
| median | 66.847402 |
| Q3 | 87.46421 |
| 95-th percentile | 95.528852 |
| Maximum | 98.870772 |
| Range | 96.817336 |
| Interquartile range (IQR) | 55.724586 |
Descriptive statistics
| Standard deviation | 29.632858 |
|---|---|
| Coefficient of variation (CV) | 0.49606793 |
| Kurtosis | -1.2968601 |
| Mean | 59.735485 |
| Median Absolute Deviation (MAD) | 24.015235 |
| Skewness | -0.3828451 |
| Sum | 366835.61 |
| Variance | 878.10629 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 75.38880734 | 1 | < 0.1% |
| 62.34283553 | 1 | < 0.1% |
| 87.55216514 | 1 | < 0.1% |
| 22.40227682 | 1 | < 0.1% |
| 85.56082876 | 1 | < 0.1% |
| 93.90323054 | 1 | < 0.1% |
| 94.08388364 | 1 | < 0.1% |
| 94.15286672 | 1 | < 0.1% |
| 85.89727304 | 1 | < 0.1% |
| 86.81025991 | 1 | < 0.1% |
| Other values (6131) | 6131 | |
| (Missing) | 15 | 0.2% |
| Value | Count | Frequency (%) |
| 2.053435721 | 1 | |
| 2.076724208 | 1 | |
| 2.372480517 | 1 | |
| 2.431663351 | 1 | |
| 2.466502373 | 1 | |
| 2.491185237 | 1 | |
| 2.814249384 | 1 | |
| 2.988168324 | 1 | |
| 3.057705165 | 1 | |
| 3.069343363 | 1 |
| Value | Count | Frequency (%) |
| 98.87077183 | 1 | |
| 98.75198118 | 1 | |
| 98.71833144 | 1 | |
| 98.71326573 | 1 | |
| 98.61116032 | 1 | |
| 98.59707687 | 1 | |
| 98.55214371 | 1 | |
| 98.50974904 | 1 | |
| 98.4873276 | 1 | |
| 98.4608578 | 1 |
stoch_smoothd
Real number (ℝ)
High correlation
| Distinct | 6139 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 17 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.737489 |
| Minimum | 2.1988874 |
|---|---|
| Maximum | 98.514578 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 2.1988874 |
|---|---|
| 5-th percentile | 11.825532 |
| Q1 | 32.508503 |
| median | 66.703488 |
| Q3 | 86.733209 |
| 95-th percentile | 94.525176 |
| Maximum | 98.514578 |
| Range | 96.315691 |
| Interquartile range (IQR) | 54.224705 |
Descriptive statistics
| Standard deviation | 28.788491 |
|---|---|
| Coefficient of variation (CV) | 0.48191666 |
| Kurtosis | -1.2997123 |
| Mean | 59.737489 |
| Median Absolute Deviation (MAD) | 23.377989 |
| Skewness | -0.37635434 |
| Sum | 366728.45 |
| Variance | 828.77722 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 54.91576581 | 1 | < 0.1% |
| 33.69474035 | 1 | < 0.1% |
| 63.2481536 | 1 | < 0.1% |
| 53.46373812 | 1 | < 0.1% |
| 86.7117855 | 1 | < 0.1% |
| 12.37985256 | 1 | < 0.1% |
| 91.18264765 | 1 | < 0.1% |
| 94.0466603 | 1 | < 0.1% |
| 91.3780078 | 1 | < 0.1% |
| 88.95346656 | 1 | < 0.1% |
| Other values (6129) | 6129 | |
| (Missing) | 17 | 0.3% |
| Value | Count | Frequency (%) |
| 2.198887434 | 1 | |
| 2.422009557 | 1 | |
| 3.096433441 | 1 | |
| 3.142059116 | 1 | |
| 3.58496371 | 1 | |
| 3.637960398 | 1 | |
| 4.043860321 | 1 | |
| 4.195040632 | 1 | |
| 4.292675916 | 1 | |
| 4.3058734 | 1 |
| Value | Count | Frequency (%) |
| 98.514578 | 1 | |
| 98.45443673 | 1 | |
| 98.41582519 | 1 | |
| 98.39216033 | 1 | |
| 98.29133719 | 1 | |
| 98.26899568 | 1 | |
| 98.26475518 | 1 | |
| 97.97438453 | 1 | |
| 97.94991597 | 1 | |
| 97.88663195 | 1 |
Interactions
Correlations
| close | daily_return | high | log_return | low | ma_20 | ma_5 | macd_12_26 | macd_histogram_12_26 | macd_signal_12_26 | macd_signal_strength | open | price_range | rsi_14 | stoch_14 | stoch_smoothd | stoch_smoothk | volatility_20 | volatility_5 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | -0.010 | 1.000 | -0.010 | 1.000 | 0.998 | 1.000 | 0.257 | -0.014 | 0.271 | 0.507 | 1.000 | 0.703 | 0.067 | 0.047 | 0.052 | 0.052 | -0.468 | -0.368 |
| daily_return | -0.010 | 1.000 | -0.018 | 1.000 | -0.016 | -0.025 | -0.024 | 0.047 | 0.159 | 0.001 | -0.017 | -0.024 | -0.088 | 0.322 | 0.473 | 0.059 | 0.180 | 0.022 | 0.034 |
| high | 1.000 | -0.018 | 1.000 | -0.018 | 1.000 | 0.999 | 1.000 | 0.255 | -0.017 | 0.270 | 0.508 | 1.000 | 0.708 | 0.063 | 0.041 | 0.051 | 0.049 | -0.465 | -0.365 |
| log_return | -0.010 | 1.000 | -0.018 | 1.000 | -0.016 | -0.025 | -0.024 | 0.047 | 0.159 | 0.001 | -0.017 | -0.024 | -0.088 | 0.322 | 0.473 | 0.059 | 0.180 | 0.022 | 0.034 |
| low | 1.000 | -0.016 | 1.000 | -0.016 | 1.000 | 0.998 | 1.000 | 0.258 | -0.014 | 0.272 | 0.505 | 1.000 | 0.700 | 0.066 | 0.045 | 0.054 | 0.052 | -0.470 | -0.371 |
| ma_20 | 0.998 | -0.025 | 0.999 | -0.025 | 0.998 | 1.000 | 0.999 | 0.227 | -0.051 | 0.251 | 0.512 | 0.999 | 0.711 | 0.028 | 0.008 | 0.015 | 0.013 | -0.462 | -0.358 |
| ma_5 | 1.000 | -0.024 | 1.000 | -0.024 | 1.000 | 0.999 | 1.000 | 0.253 | -0.024 | 0.270 | 0.508 | 1.000 | 0.706 | 0.055 | 0.032 | 0.046 | 0.042 | -0.468 | -0.367 |
| macd_12_26 | 0.257 | 0.047 | 0.255 | 0.047 | 0.258 | 0.227 | 0.253 | 1.000 | 0.298 | 0.944 | -0.036 | 0.256 | 0.028 | 0.778 | 0.503 | 0.654 | 0.597 | -0.350 | -0.354 |
| macd_histogram_12_26 | -0.014 | 0.159 | -0.017 | 0.159 | -0.014 | -0.051 | -0.024 | 0.298 | 1.000 | 0.038 | -0.006 | -0.017 | -0.148 | 0.576 | 0.735 | 0.747 | 0.779 | 0.041 | -0.168 |
| macd_signal_12_26 | 0.271 | 0.001 | 0.270 | 0.001 | 0.272 | 0.251 | 0.270 | 0.944 | 0.038 | 1.000 | -0.037 | 0.271 | 0.070 | 0.641 | 0.310 | 0.458 | 0.390 | -0.381 | -0.323 |
| macd_signal_strength | 0.507 | -0.017 | 0.508 | -0.017 | 0.505 | 0.512 | 0.508 | -0.036 | -0.006 | -0.037 | 1.000 | 0.507 | 0.581 | -0.151 | -0.076 | -0.063 | -0.067 | 0.065 | 0.044 |
| open | 1.000 | -0.024 | 1.000 | -0.024 | 1.000 | 0.999 | 1.000 | 0.256 | -0.017 | 0.271 | 0.507 | 1.000 | 0.705 | 0.062 | 0.039 | 0.051 | 0.049 | -0.468 | -0.368 |
| price_range | 0.703 | -0.088 | 0.708 | -0.088 | 0.700 | 0.711 | 0.706 | 0.028 | -0.148 | 0.070 | 0.581 | 0.705 | 1.000 | -0.187 | -0.177 | -0.138 | -0.167 | 0.020 | 0.110 |
| rsi_14 | 0.067 | 0.322 | 0.063 | 0.322 | 0.066 | 0.028 | 0.055 | 0.778 | 0.576 | 0.641 | -0.151 | 0.062 | -0.187 | 1.000 | 0.851 | 0.831 | 0.862 | -0.276 | -0.314 |
| stoch_14 | 0.047 | 0.473 | 0.041 | 0.473 | 0.045 | 0.008 | 0.032 | 0.503 | 0.735 | 0.310 | -0.076 | 0.039 | -0.177 | 0.851 | 1.000 | 0.801 | 0.910 | -0.112 | -0.228 |
| stoch_smoothd | 0.052 | 0.059 | 0.051 | 0.059 | 0.054 | 0.015 | 0.046 | 0.654 | 0.747 | 0.458 | -0.063 | 0.051 | -0.138 | 0.831 | 0.801 | 1.000 | 0.954 | -0.164 | -0.311 |
| stoch_smoothk | 0.052 | 0.180 | 0.049 | 0.180 | 0.052 | 0.013 | 0.042 | 0.597 | 0.779 | 0.390 | -0.067 | 0.049 | -0.167 | 0.862 | 0.910 | 0.954 | 1.000 | -0.141 | -0.285 |
| volatility_20 | -0.468 | 0.022 | -0.465 | 0.022 | -0.470 | -0.462 | -0.468 | -0.350 | 0.041 | -0.381 | 0.065 | -0.468 | 0.020 | -0.276 | -0.112 | -0.164 | -0.141 | 1.000 | 0.714 |
| volatility_5 | -0.368 | 0.034 | -0.365 | 0.034 | -0.371 | -0.358 | -0.367 | -0.354 | -0.168 | -0.323 | 0.044 | -0.368 | 0.110 | -0.314 | -0.228 | -0.311 | -0.285 | 0.714 | 1.000 |
Missing values
Sample
| date | open | high | low | close | volume | daily_return | log_return | price_range | ma_5 | ma_20 | volatility_5 | volatility_20 | rsi_14 | macd_12_26 | macd_signal_12_26 | macd_histogram_12_26 | macd_signal_strength | stoch_14 | stoch_smoothk | stoch_smoothd | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2001-01-01 00:00:00+05:30 | 1263.50 | 1276.15 | 1250.65 | 1254.30 | 0 | NaN | NaN | 25.50 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 2001-01-02 00:00:00+05:30 | 1254.25 | 1279.59 | 1248.55 | 1271.80 | 0 | 0.013952 | 0.013856 | 31.04 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 2001-01-03 00:00:00+05:30 | 1271.80 | 1293.55 | 1263.95 | 1291.25 | 0 | 0.015293 | 0.015178 | 29.60 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 2001-01-04 00:00:00+05:30 | 1291.30 | 1331.35 | 1291.30 | 1307.65 | 0 | 0.012701 | 0.012621 | 40.05 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 2001-01-05 00:00:00+05:30 | 1307.55 | 1330.30 | 1306.25 | 1327.25 | 0 | 0.014989 | 0.014877 | 24.05 | 1290.45 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 2001-01-08 00:00:00+05:30 | 1327.35 | 1334.20 | 1303.34 | 1309.25 | 0 | -0.013562 | -0.013655 | 30.86 | 1301.44 | NaN | 0.012472 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 2001-01-09 00:00:00+05:30 | 1309.20 | 1323.40 | 1304.90 | 1311.65 | 0 | 0.001833 | 0.001831 | 18.50 | 1309.41 | NaN | 0.012367 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 2001-01-10 00:00:00+05:30 | 1311.65 | 1324.35 | 1285.30 | 1287.30 | 0 | -0.018564 | -0.018739 | 39.05 | 1308.62 | NaN | 0.015137 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 2001-01-11 00:00:00+05:30 | 1287.50 | 1296.75 | 1275.95 | 1280.40 | 0 | -0.005360 | -0.005374 | 20.80 | 1303.17 | NaN | 0.013228 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 2001-01-12 00:00:00+05:30 | 1280.45 | 1298.84 | 1279.40 | 1286.75 | 0 | 0.004959 | 0.004947 | 19.44 | 1295.07 | NaN | 0.009960 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| date | open | high | low | close | volume | daily_return | log_return | price_range | ma_5 | ma_20 | volatility_5 | volatility_20 | rsi_14 | macd_12_26 | macd_signal_12_26 | macd_histogram_12_26 | macd_signal_strength | stoch_14 | stoch_smoothk | stoch_smoothd | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6146 | 2025-09-19 00:00:00+05:30 | 25410.20 | 25431.40 | 25286.30 | 25327.05 | 0 | -0.003798 | -0.003805 | 145.10 | 25277.84 | 24899.8100 | 0.004351 | 0.005207 | 63.708241 | 136.816464 | 66.097485 | 70.718979 | 70.718979 | 86.881883 | 94.233464 | 95.780709 |
| 6147 | 2025-09-22 00:00:00+05:30 | 25238.10 | 25331.70 | 25151.05 | 25202.35 | 0 | -0.004924 | -0.004936 | 180.65 | 25304.47 | 24916.4225 | 0.005135 | 0.004935 | 58.187899 | 134.216094 | 79.721207 | 54.494887 | 54.494887 | 73.103185 | 85.842999 | 92.604987 |
| 6148 | 2025-09-23 00:00:00+05:30 | 25209.00 | 25261.90 | 25084.65 | 25169.50 | 0 | -0.001303 | -0.001304 | 177.25 | 25290.55 | 24926.5100 | 0.004047 | 0.004892 | 56.791821 | 128.028727 | 89.382711 | 38.646016 | 38.646016 | 66.255517 | 75.413528 | 85.163330 |
| 6149 | 2025-09-24 00:00:00+05:30 | 25108.75 | 25149.85 | 25027.45 | 25056.90 | 0 | -0.004474 | -0.004484 | 122.40 | 25235.88 | 24943.7525 | 0.003556 | 0.004373 | 52.171247 | 112.739721 | 94.054113 | 18.685608 | 18.685608 | 52.639216 | 63.999306 | 75.085278 |
| 6150 | 2025-09-25 00:00:00+05:30 | 25034.50 | 25092.70 | 24878.30 | 24890.85 | 0 | -0.006627 | -0.006649 | 214.40 | 25129.33 | 24963.2500 | 0.001939 | 0.004176 | 46.201555 | 86.230219 | 92.489334 | -6.259116 | 6.259116 | 19.985653 | 46.293462 | 61.902099 |
| 6151 | 2025-09-26 00:00:00+05:30 | 24818.55 | 24868.60 | 24629.45 | 24654.70 | 0 | -0.009487 | -0.009533 | 239.15 | 24994.86 | 24974.6425 | 0.003003 | 0.004705 | 39.312156 | 45.639808 | 83.119429 | -37.479621 | 37.479621 | 3.082652 | 25.235840 | 45.176203 |
| 6152 | 2025-09-29 00:00:00+05:30 | 24728.55 | 24791.30 | 24606.20 | 24634.90 | 0 | -0.000803 | -0.000803 | 185.10 | 24881.37 | 24975.1350 | 0.003650 | 0.004352 | 38.789874 | 11.738605 | 68.843264 | -57.104659 | 57.104659 | 3.407135 | 8.825146 | 26.784816 |
| 6153 | 2025-09-30 00:00:00+05:30 | 24691.95 | 24731.80 | 24587.70 | 24611.10 | 0 | -0.000966 | -0.000967 | 144.10 | 24769.69 | 24976.7100 | 0.003727 | 0.004336 | 38.134049 | -16.854515 | 51.703708 | -68.558223 | 68.558223 | 2.718244 | 3.069343 | 12.376777 |
| 6154 | 2025-10-01 00:00:00+05:30 | 24620.55 | 24867.95 | 24605.95 | 24836.30 | 0 | 0.009150 | 0.009109 | 262.00 | 24725.57 | 24982.7725 | 0.007141 | 0.004642 | 47.226147 | -21.099785 | 37.143010 | -58.242795 | 58.242795 | 28.878434 | 11.667938 | 7.854142 |
| 6155 | 2025-10-03 00:00:00+05:30 | 24759.55 | 24904.80 | 24747.55 | 24894.25 | 0 | 0.002333 | 0.002331 | 157.25 | 24726.25 | 24990.7700 | 0.006722 | 0.004664 | 49.291357 | -19.562607 | 25.801886 | -45.364493 | 45.364493 | 35.610153 | 22.402277 | 12.379853 |